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Surveys

Latest AI and machine learning research in surveys for healthcare professionals.

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A comprehensive survey of AI agents in healthcare.

OBJECTIVE: This survey aims to systematically map the rapidly evolving landscape of AI agents in healthcare. It addresses the critical need to adapt general-purpose agentic frameworks characterized by autonomy, planning, and tool use to the high-stakes, safety-critical constraints of medical decision-making and patient care. METHODS: We conducted a comprehensive review of over 200 recent studies, ...

Apr 18 2026 42009269

Digital readiness in nursing education: eHealth literacy, AI attitudes, and associated factors among undergraduate students.

BACKGROUND: Digital readiness has become a critical competency for future nurses in the evolving landscape of healthcare. Two essential components of this readiness-eHealth literacy and attitudes toward artificial intelligence (AI)-have gained prominence in nursing education. However, limited evidence exists regarding their interrelationship and associated demographic and behavioral factors, parti...

Apr 17 2026 42026438
NeuroBACE-ML: A reliability-aware screening framework for high-throughput prioritization of potent BACE1 inhibitors.

Beta-site amyloid precursor protein cleaving enzyme 1 (BACE1) is a key enzyme in amyloid-β generation and remains an important target in Alzheimer's d...

Apr 17 2026 42008960
Evaluating Artificial Intelligence-generated Patient Education Guides on Cardiomyopathies: A Cross-sectional Comparison of ChatGPT and DeepSeek Artificial Intelligence.

INTRODUCTION: Patient education is essential in the management of cardiomyopathies, including dilated, restrictive, and hypertrophic subtypes, which o...

Apr 17 2026 41992596
Evaluation of AI-Generated Surgical Decision Aids for Pelvic Floor Disorders.

IMPORTANCE: Decision aid tools are well-utilized resources in shared decision making for the treatment of pelvic floor disorders. With the improvement...

Apr 17 2026 41995004
Quality of Clinical Notes Created by Ambient Listening Generative AI: Pragmatic Prospective Pilot Study.

BACKGROUND: Physicians routinely document specifics of patient encounters in clinic visit notes, a critical but potentially time-consuming task. Ambie...

Apr 17 2026 41996389
Assessment of AI-Generated Patient Education Materials for Bladder Training and Pelvic Floor Muscle Therapy: Comparison with an International Society Leaflet.

INTRODUCTION AND HYPOTHESIS: High-quality patient education materials are essential in urogynecology. We hypothesized that patient handouts generated ...

Apr 17 2026 41998329
Comparing regular expression and machine learning approaches to predict immigrant status from primary care electronic medical record data in Ontario, Canada.

New immigrants often face barriers when navigating the healthcare system, which can create unmet healthcare needs and contribute to health inequities....

Apr 17 2026 41996344
Diplomatic roles of regional coordinators for WHO Member States.

OBJECTIVE: To examine the coordination functions, decision-making processes and consensus-building strategies of World Health Organization (WHO) regio...

Apr 16 2026 42389651
Development and validation of the Oxford Attitudes to Artificial Intelligence in Medicine Scale.

OBJECTIVE: Public willingness to accept medical artificial intelligence (AI) tools affect the potential real-world impact of these evolving technologi...

Apr 16 2026 42179892
Simplified and accurate approach to sleep disorder prediction using body composition metrics: a development and validation study.

Predicting the risk of sleep disorders such as insomnia, obstructive sleep apnea (OSA), and comorbid insomnia and sleep apnea (COMISA) typically requi...

Apr 16 2026 41045148
Japanese sports dietitians' evidence-based practice implementation is associated with academic degree and English reading ability: A cross-sectional survey.

BackgroundSport Nutrition is a fast-growing academic subject. Language and/or insufficient training will be barriers to evidence-based practice (EBP) ...

Apr 16 2026 41989158
Acceptance of Artificial Intelligence in Clinical Practice Among Chinese Physicians: Nationwide Cross-Sectional Survey Using Extended Unified Theory of Acceptance and Use of Technology and Explainable Machine Learning.

BACKGROUND: Artificial intelligence (AI) is rapidly transforming clinical practice, yet empirical evidence on Chinese physicians' acceptance of AI med...

Apr 16 2026 41990234
Likelihood-free parameter inference for spatiotemporal stochastic biological models using neural posterior estimation.

Cell migration is a key biological process underlying wound healing, tissue development, and cancer metastasis, yet calibrating mathematical models of...

Apr 15 2026 41990966
Radiomics Applicability Domain Analysis Classification Framework (RADAN-CF): A method for evaluating prediction reliability in radiomics.

BACKGROUND AND OBJECTIVE: Radiomics-based machine learning models hold promise for clinical decision support, yet their deployment may be limited by t...

Apr 15 2026 42001654
Assessing traits in bread using image analysis and machine learning.

Food quality depends on both consumer expectations and industry standards. Sensory assessment is one dimension of food quality. The current method of ...

Apr 15 2026 42083193
Ethical and Legal Concerns of Deepfake Technology in Biomedical Imaging: A Comprehensive Survey.

Deepfakes have posed severe challenges to healthcare systems as fake medical images and videos can be utilized to disseminate fake information about a...

Apr 15 2026 41984396
Consumer Understanding of Skin Concerns With an AI-Powered Informational Tool.

IMPORTANCE: The potential association of artificial intelligence (AI)-powered informational tools with consumer health needs outcomes is not well unde...

Apr 15 2026 41984449
Public Perceptions of AI in Medicine and Implications for Future Medical Education: Cross-Sectional Survey.

BACKGROUND: The integration of artificial intelligence (AI) into clinical practice is contingent on public trust. This trust often depends on physicia...

Apr 15 2026 41984594
Implementation and User Evaluation of an On-Premise Large Language Model in a German University Hospital Setting: Cross-Sectional Survey.

BACKGROUND: Large language models (LLMs) are increasingly used by employees at university hospitals for information retrieval or decision support. Sel...

Apr 15 2026 41984850
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